QUIKK was founded in 2020 by Joyce Marvin Rafflenbeul. Today we build AI-powered agents, knowledge platforms, and workflow automation for the Mittelstand.

Joyce founded QUIKK in 2020, alongside roles at Allianz Global Investors & AMCON Software. The mix of regulated finance, product-focused engineering in public transport, and consulting still shapes how Joyce & his team approach projects today.
In 2023 it became clear that large language models combined with enterprise data are a real lever, but between a prototype and a reliable production system lie many decisions.
That is exactly where we come in today. With a small, highly specialized team, Joyce builds production systems for document- and knowledge-intensive industries such as insurance, law firms, real estate, healthcare, and many more.
Besides Joyce, three developers work in the core team, each with a clear focus.
Christian
React, Next.js, React Native
Works on user interfaces and mobile applications.
Niklas
Python, Node.js, Vector Databases, LLM Integration
Works on retrieval pipelines, embeddings, and APIs.
Christoph
Kubernetes, Cloud & On-Premise
Works on deployments, monitoring, and operations infrastructure.
Architecture decisions here are made by the people who then write the code.
You talk to the people building the system.
We build systems for live operation: with monitoring, tests, and documentation.
Sometimes the right answer is: you don't need this. Or: we're not the right fit for this. We advise in the interest of the project.
A selection of our own products and mandates from recent years.
Workshop lead & talks
20 participants in four teams, each team working on its own Audi use case for AI on the Microsoft platform. Plus short talks ranging from "What is agentic AI?" through RAG in detail to security, compliance, and governance.
Advisor
Supporting the rollout of the company's own AI platform. Workshops for the developers, for example on doing RAG right, and live webinars on using AI for the whole group of about 130 employees.
AI Solutions Engineer
First AI expert in the company, helping build the AI department that works across all other departments. Workshops on agentic AI in the Microsoft stack, plus AI workflow concepts and AI architectures for Strategic IT clients.
Founder & Lead Engineer
Building a RAG-based knowledge platform with workflow automation for the Mittelstand.
Lead Developer
Development and ongoing evolution of the Hemmo app. Responsible for architecture, app development, and operations.
View projectFull Stack Developer
Co-developed a nationwide, scalable multi-tenant platform for Transdev.
View projectIT consultant at Allianz Global Investors
Software development in a regulated environment (European Market Infrastructure Regulation).
Co-Founder & Technical Lead
Agentic AI system for German B2B sales.
View projectData Engineer at Allianz Global Investors
Onboarding ESG-relevant data into the enterprise data lake with Azure Data Factory and Databricks.
Lead Developer
Custom shop system for beverage orders with CMS, delivery routing, and PayPal payment processing.
View projectManaging Director
Founded in Minden, initially as a vehicle for custom software projects, since 2023 with a focus on AI-supported knowledge management.
Book your free 30-minute call. Together we'll identify potential that has gone undiscovered so far.